Skip to main content
Top
Published in: The International Journal of Cardiovascular Imaging 1/2012

Open Access 01-01-2012 | Original Paper

Quantification of fractional flow reserve based on angiographic image data

Authors: Jerry T. Wong, Huy Le, William M. Suh, David A. Chalyan, Toufan Mehraien, Morton J. Kern, Ghassan S. Kassab, Sabee Molloi

Published in: The International Journal of Cardiovascular Imaging | Issue 1/2012

Login to get access

Abstract

Coronary angiography provides excellent visualization of coronary arteries, but has limitations in assessing the clinical significance of a coronary stenosis. Fractional flow reserve (FFR) has been shown to be reliable in discerning stenoses responsible for inducible ischemia. The purpose of this study is to validate a technique for FFR quantification using angiographic image data. The study was carried out on 10 anesthetized, closed-chest swine using angioplasty balloon catheters to produce partial occlusion. Angiography based FFR was calculated from an angiographically measured ratio of coronary blood flow to arterial lumen volume. Pressure-based FFR was measured from a ratio of distal coronary pressure to aortic pressure. Pressure-wire measurements of FFR (FFR P ) correlated linearly with angiographic volume-derived measurements of FFR (FFR V ) according to the equation: FFR P  = 0.41 FFR V  + 0.52 (P-value < 0.001). The correlation coefficient and standard error of estimate were 0.85 and 0.07, respectively. This is the first study to provide an angiographic method to quantify FFR in swine. Angiographic FFR can potentially provide an assessment of the physiological severity of a coronary stenosis during routine diagnostic cardiac catheterization without a need to cross a stenosis with a pressure-wire.
Literature
1.
go back to reference White CW, Wright CB, Doty DB et al (1984) Does visual interpretation of the coronary arteriogram predict the physiologic importance of a coronary stenosis? N Engl J Med 310:819–824PubMedCrossRef White CW, Wright CB, Doty DB et al (1984) Does visual interpretation of the coronary arteriogram predict the physiologic importance of a coronary stenosis? N Engl J Med 310:819–824PubMedCrossRef
2.
go back to reference Folland ED, Vogel RA, Hartigan P et al (1994) Relation between coronary artery stenosis assessed by visual, caliper, and computer methods and exercise capacity in patients with single-vessel coronary artery disease. The veterans affairs ACME investigators. Circulation 89:2005–2014PubMed Folland ED, Vogel RA, Hartigan P et al (1994) Relation between coronary artery stenosis assessed by visual, caliper, and computer methods and exercise capacity in patients with single-vessel coronary artery disease. The veterans affairs ACME investigators. Circulation 89:2005–2014PubMed
3.
go back to reference De Bruyne B, Baudhuin T, Melin JA et al (1994) Coronary flow reserve calculated from pressure measurements in humans. Validation with positron emission tomography. Circulation 89:1013–1022PubMed De Bruyne B, Baudhuin T, Melin JA et al (1994) Coronary flow reserve calculated from pressure measurements in humans. Validation with positron emission tomography. Circulation 89:1013–1022PubMed
4.
go back to reference Pijls NH, De Bruyne B, Peels K et al (1996) Measurement of fractional flow reserve to assess the functional severity of coronary-artery stenoses. N Engl J Med 334:1703–1708PubMedCrossRef Pijls NH, De Bruyne B, Peels K et al (1996) Measurement of fractional flow reserve to assess the functional severity of coronary-artery stenoses. N Engl J Med 334:1703–1708PubMedCrossRef
5.
go back to reference Bech GJ, De Bruyne B, Bonnier HJ et al (1998) Long-term follow-up after deferral of percutaneous transluminal coronary angioplasty of intermediate stenosis on the basis of coronary pressure measurement. J Am Coll Cardiol 31:841–847PubMedCrossRef Bech GJ, De Bruyne B, Bonnier HJ et al (1998) Long-term follow-up after deferral of percutaneous transluminal coronary angioplasty of intermediate stenosis on the basis of coronary pressure measurement. J Am Coll Cardiol 31:841–847PubMedCrossRef
6.
go back to reference Bech GJ, De Bruyne B, Pijls NH et al (2001) Fractional flow reserve to determine the appropriateness of angioplasty in moderate coronary stenosis: a randomized trial. Circulation 103:2928–2934PubMed Bech GJ, De Bruyne B, Pijls NH et al (2001) Fractional flow reserve to determine the appropriateness of angioplasty in moderate coronary stenosis: a randomized trial. Circulation 103:2928–2934PubMed
7.
go back to reference Berger A, Botman KJ, MacCarthy PA et al (2005) Long-term clinical outcome after fractional flow reserve-guided percutaneous coronary intervention in patients with multivessel disease. J Am Coll Cardiol 46:438–442PubMedCrossRef Berger A, Botman KJ, MacCarthy PA et al (2005) Long-term clinical outcome after fractional flow reserve-guided percutaneous coronary intervention in patients with multivessel disease. J Am Coll Cardiol 46:438–442PubMedCrossRef
8.
go back to reference Wongpraparut N, Yalamanchili V, Pasnoori V et al (2005) Thirty-month outcome after fractional flow reserve-guided versus conventional multivessel percutaneous coronary intervention. Am J Cardiol 96:877–884PubMedCrossRef Wongpraparut N, Yalamanchili V, Pasnoori V et al (2005) Thirty-month outcome after fractional flow reserve-guided versus conventional multivessel percutaneous coronary intervention. Am J Cardiol 96:877–884PubMedCrossRef
9.
go back to reference Ersahin A, Molloi S, Yao-Jin Q (1995) A digital filtration technique for scatter-glare correction based on thickness estimation. IEEE Trans Med Imaging 14:587–595PubMedCrossRef Ersahin A, Molloi S, Yao-Jin Q (1995) A digital filtration technique for scatter-glare correction based on thickness estimation. IEEE Trans Med Imaging 14:587–595PubMedCrossRef
10.
go back to reference Molloi S, Bednarz G, Tang J, Zhou Y, Mathur T (1998) Absolute volumetric coronary blood flow measurement with digital subtraction angiography. Int J Card Imaging 14:137–145PubMedCrossRef Molloi S, Bednarz G, Tang J, Zhou Y, Mathur T (1998) Absolute volumetric coronary blood flow measurement with digital subtraction angiography. Int J Card Imaging 14:137–145PubMedCrossRef
11.
go back to reference Molloi S, Zhou Y, Kassab GS (2004) Regional volumetric coronary blood flow measurement by digital angiography: in vivo validation. Acad Radiol 11:757–766PubMed Molloi S, Zhou Y, Kassab GS (2004) Regional volumetric coronary blood flow measurement by digital angiography: in vivo validation. Acad Radiol 11:757–766PubMed
12.
go back to reference Marinus H, Buis B, van Benthem A (1990) Pulsatile coronary flow determination by digital angiography. Int J Card Imaging 5:173–182PubMedCrossRef Marinus H, Buis B, van Benthem A (1990) Pulsatile coronary flow determination by digital angiography. Int J Card Imaging 5:173–182PubMedCrossRef
13.
go back to reference Hangiandreou N, Folts J, Peppler W, Mistretta C (1991) Coronary blood flow measurement using an angiographic first pass distribution technique: a feasibility study. Med Phys 18:947–954PubMedCrossRef Hangiandreou N, Folts J, Peppler W, Mistretta C (1991) Coronary blood flow measurement using an angiographic first pass distribution technique: a feasibility study. Med Phys 18:947–954PubMedCrossRef
14.
go back to reference West GB, Brown JH, Enquist BJ (1997) A general model for the origin of allometric scaling laws in biology. Science 276:122–126PubMedCrossRef West GB, Brown JH, Enquist BJ (1997) A general model for the origin of allometric scaling laws in biology. Science 276:122–126PubMedCrossRef
15.
go back to reference Kassab GS (2005) Scaling laws of vascular trees: of form and function. Am J Physiol Heart Circ Physiol 290:H894–H903PubMedCrossRef Kassab GS (2005) Scaling laws of vascular trees: of form and function. Am J Physiol Heart Circ Physiol 290:H894–H903PubMedCrossRef
16.
go back to reference Molloi S, Wong JT (2007) Regional blood flow analysis and its relationship with arterial branch lengths and lumen volume in the coronary arterial tree. Phys Med Biol 52:1495–1503PubMedCrossRef Molloi S, Wong JT (2007) Regional blood flow analysis and its relationship with arterial branch lengths and lumen volume in the coronary arterial tree. Phys Med Biol 52:1495–1503PubMedCrossRef
17.
go back to reference Choy JS, Kassab GS (2008) Scaling of myocardial mass to flow and morphometry of coronary arteries. J Appl Physiol 104:1281–1286PubMedCrossRef Choy JS, Kassab GS (2008) Scaling of myocardial mass to flow and morphometry of coronary arteries. J Appl Physiol 104:1281–1286PubMedCrossRef
18.
go back to reference Wong JT, Molloi S (2008) Determination of fractional flow reserve (FFR) based on scaling laws: a simulation study. Phys Med Biol 53:3995–4011PubMedCrossRef Wong JT, Molloi S (2008) Determination of fractional flow reserve (FFR) based on scaling laws: a simulation study. Phys Med Biol 53:3995–4011PubMedCrossRef
19.
go back to reference Molloi S, Kassab GS, Zhou Y (2001) Quantification of coronary artery lumen volume by digital angiography: in vivo validation. Circulation 104:2351–2357PubMedCrossRef Molloi S, Kassab GS, Zhou Y (2001) Quantification of coronary artery lumen volume by digital angiography: in vivo validation. Circulation 104:2351–2357PubMedCrossRef
20.
go back to reference Roy AS, Back MR, Khoury SF et al (2008) Functional and anatomical diagnosis of coronary artery stenoses. J Surg Res 150:24–33CrossRef Roy AS, Back MR, Khoury SF et al (2008) Functional and anatomical diagnosis of coronary artery stenoses. J Surg Res 150:24–33CrossRef
21.
go back to reference Lim MJ, Kern MJ (2006) Coronary pathophysiology in the cardiac catheterization laboratory. Curr Probl Cardiol 31:493–550PubMedCrossRef Lim MJ, Kern MJ (2006) Coronary pathophysiology in the cardiac catheterization laboratory. Curr Probl Cardiol 31:493–550PubMedCrossRef
22.
go back to reference Molloi S, Ersahin A, Tang J, Hicks J, Leung CY (1996) Quantification of volumetric coronary blood flow with dual-energy digital subtraction angiography. Circulation 93:1919–1927PubMed Molloi S, Ersahin A, Tang J, Hicks J, Leung CY (1996) Quantification of volumetric coronary blood flow with dual-energy digital subtraction angiography. Circulation 93:1919–1927PubMed
23.
go back to reference Molloi SY, Mistretta CA (1989) Quantification techniques for dual-energy cardiac imaging. Med Phys 16:209–217PubMedCrossRef Molloi SY, Mistretta CA (1989) Quantification techniques for dual-energy cardiac imaging. Med Phys 16:209–217PubMedCrossRef
24.
go back to reference Wong JT, Kamyar F, Molloi S (2007) Quantitative coronary angiography using image recovery techniques for background estimation in unsubtracted images. Med Phys 34:4003–4015PubMedCrossRef Wong JT, Kamyar F, Molloi S (2007) Quantitative coronary angiography using image recovery techniques for background estimation in unsubtracted images. Med Phys 34:4003–4015PubMedCrossRef
25.
go back to reference McGinn AL, White CW, Wilson RF (1990) Interstudy variability of coronary flow reserve. Influence of heart rate, arterial pressure, and ventricular preload. Circulation 81:1319–1330PubMedCrossRef McGinn AL, White CW, Wilson RF (1990) Interstudy variability of coronary flow reserve. Influence of heart rate, arterial pressure, and ventricular preload. Circulation 81:1319–1330PubMedCrossRef
26.
go back to reference De Bruyne B, Bartunek J, Sys SU, Pijls NH, Heyndrickx GR, Wijns W (1996) Simultaneous coronary pressure and flow velocity measurements in humans. Feasibility, reproducibility, and hemodynamic dependence of coronary flow velocity reserve, hyperemic flow versus pressure slope index, and fractional flow reserve. Circulation 94:1842–1849PubMed De Bruyne B, Bartunek J, Sys SU, Pijls NH, Heyndrickx GR, Wijns W (1996) Simultaneous coronary pressure and flow velocity measurements in humans. Feasibility, reproducibility, and hemodynamic dependence of coronary flow velocity reserve, hyperemic flow versus pressure slope index, and fractional flow reserve. Circulation 94:1842–1849PubMed
27.
go back to reference Rossen JD, Winniford MD (1993) Effect of increases in heart rate and arterial pressure on coronary flow reserve in humans. J Am Coll Cardiol 21:343–348PubMedCrossRef Rossen JD, Winniford MD (1993) Effect of increases in heart rate and arterial pressure on coronary flow reserve in humans. J Am Coll Cardiol 21:343–348PubMedCrossRef
28.
go back to reference Cleary RM, Ayon D, Moore NB, DeBoe SF, Mancini GB (1992) Tachycardia, contractility and volume loading alter conventional indexes of coronary flow reserve, but not the instantaneous hyperemic flow versus pressure slope index. J Am Coll Cardiol 20:1261–1269PubMedCrossRef Cleary RM, Ayon D, Moore NB, DeBoe SF, Mancini GB (1992) Tachycardia, contractility and volume loading alter conventional indexes of coronary flow reserve, but not the instantaneous hyperemic flow versus pressure slope index. J Am Coll Cardiol 20:1261–1269PubMedCrossRef
29.
go back to reference Marques KM, Knaapen P, Boellaard R, Lammertsma AA, Westerhof N, Visser FC (2007) Microvascular function in viable myocardium after chronic infarction does not influence fractional flow reserve measurements. J Nucl Med 48:1987–1992PubMedCrossRef Marques KM, Knaapen P, Boellaard R, Lammertsma AA, Westerhof N, Visser FC (2007) Microvascular function in viable myocardium after chronic infarction does not influence fractional flow reserve measurements. J Nucl Med 48:1987–1992PubMedCrossRef
30.
go back to reference Pijls NH, van Son JA, Kirkeeide RL, De Bruyne B, Gould KL (1993) Experimental basis of determining maximum coronary, myocardial, and collateral blood flow by pressure measurements for assessing functional stenosis severity before and after percutaneous transluminal coronary angioplasty. Circulation 87:1354–1367PubMed Pijls NH, van Son JA, Kirkeeide RL, De Bruyne B, Gould KL (1993) Experimental basis of determining maximum coronary, myocardial, and collateral blood flow by pressure measurements for assessing functional stenosis severity before and after percutaneous transluminal coronary angioplasty. Circulation 87:1354–1367PubMed
31.
go back to reference Messina LM, Hanley FL, Uhlig PN, Baer RW, Grattan MT, Hoffman JI (1985) Effects of pressure gradients between branches of the left coronary artery on the pressure axis intercept and the shape of steady state circumflex pressure-flow relations in dogs. Circ Res 56:11–19PubMed Messina LM, Hanley FL, Uhlig PN, Baer RW, Grattan MT, Hoffman JI (1985) Effects of pressure gradients between branches of the left coronary artery on the pressure axis intercept and the shape of steady state circumflex pressure-flow relations in dogs. Circ Res 56:11–19PubMed
32.
go back to reference Spaan JA, Piek JJ, Hoffman JI, Siebes M (2006) Physiological basis of clinically used coronary hemodynamic indices. Circulation 113:446–455PubMedCrossRef Spaan JA, Piek JJ, Hoffman JI, Siebes M (2006) Physiological basis of clinically used coronary hemodynamic indices. Circulation 113:446–455PubMedCrossRef
33.
go back to reference Huo Y, Kassab GS (2009) Effect of compliance and hematocrit on wall shear stress in a model of the entire coronary arterial tree. J Appl Physiol 107:500–505PubMedCrossRef Huo Y, Kassab GS (2009) Effect of compliance and hematocrit on wall shear stress in a model of the entire coronary arterial tree. J Appl Physiol 107:500–505PubMedCrossRef
34.
go back to reference Klocke FJ, Weinstein IR, Klocke JF et al (1981) Zero-flow pressures and pressure-flow relationships during single long diastoles in the canine coronary bed before and during maximum vasodilation. Limited influence of capacitive effects. J Clin Invest 68:970–980PubMedCrossRef Klocke FJ, Weinstein IR, Klocke JF et al (1981) Zero-flow pressures and pressure-flow relationships during single long diastoles in the canine coronary bed before and during maximum vasodilation. Limited influence of capacitive effects. J Clin Invest 68:970–980PubMedCrossRef
35.
go back to reference Pantely GA, Ladley HD, Bristow JD (1984) Low zero-flow pressure and minimal capacitance effect on diastolic coronary arterial pressure-flow relationships during maximum vasodilation in swine. Circulation 70:485–494PubMedCrossRef Pantely GA, Ladley HD, Bristow JD (1984) Low zero-flow pressure and minimal capacitance effect on diastolic coronary arterial pressure-flow relationships during maximum vasodilation in swine. Circulation 70:485–494PubMedCrossRef
36.
go back to reference Chareonthaitawee P, Kaufmann PA, Rimoldi O, Camici PG (2001) Heterogeneity of resting and hyperemic myocardial blood flow in healthy humans. Cardiovasc Res 50:151–161PubMedCrossRef Chareonthaitawee P, Kaufmann PA, Rimoldi O, Camici PG (2001) Heterogeneity of resting and hyperemic myocardial blood flow in healthy humans. Cardiovasc Res 50:151–161PubMedCrossRef
37.
go back to reference Kaufmann PA, Gnecchi-Ruscone T, Yap JT, Rimoldi O, Camici PG (1999) Assessment of the reproducibility of baseline and hyperemic myocardial blood flow measurements with 15O-labeled water and PET. J Nucl Med 40:1848–1856PubMed Kaufmann PA, Gnecchi-Ruscone T, Yap JT, Rimoldi O, Camici PG (1999) Assessment of the reproducibility of baseline and hyperemic myocardial blood flow measurements with 15O-labeled water and PET. J Nucl Med 40:1848–1856PubMed
38.
go back to reference Pijls NH, Uijen GJ, Hoevelaken A et al (1990) Mean transit time for the assessment of myocardial perfusion by videodensitometry. Circulation 81:1331–1340PubMedCrossRef Pijls NH, Uijen GJ, Hoevelaken A et al (1990) Mean transit time for the assessment of myocardial perfusion by videodensitometry. Circulation 81:1331–1340PubMedCrossRef
Metadata
Title
Quantification of fractional flow reserve based on angiographic image data
Authors
Jerry T. Wong
Huy Le
William M. Suh
David A. Chalyan
Toufan Mehraien
Morton J. Kern
Ghassan S. Kassab
Sabee Molloi
Publication date
01-01-2012
Publisher
Springer Netherlands
Published in
The International Journal of Cardiovascular Imaging / Issue 1/2012
Print ISSN: 1569-5794
Electronic ISSN: 1875-8312
DOI
https://doi.org/10.1007/s10554-010-9767-0

Other articles of this Issue 1/2012

The International Journal of Cardiovascular Imaging 1/2012 Go to the issue